Real ChatGPT answer · index seedz2UB9h5jsZ0completeMarketing and advertising · local marketinginformational

Which local SEO software currently offers the most reliable automated citation cleanup because my restaurant's address is completely messed up across the web?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which local SEO software currently offers the most reliable automated citation cleanup because my restaurant's address is completely messed up across the web?
1 real search · 1 real-search pass
best local SEO citation cleanup software automated duplicate suppression Yext BrightLocal Semrush Local Whitespark 2026 comparisonGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
best local SEO citation cleanup software automated duplicate suppression Yext BrightLocal Semrush Local Whitespark 2026 comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best local SEO citation cleanup software automated duplicate suppression Yext BrightLocal Semrush Local Whitespark 2026 comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1